lmms-lab-encoder/flickr30k
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- Access gated on Hugging Face: no
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Citation text from the card
@article{young-etal-2014-image,
title = "From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions",
author = "Young, Peter and
Lai, Alice and
Hodosh, Micah and
Hockenmaier, Julia",
editor = "Lin, Dekang and
Collins, Michael and
Lee, Lillian",
journal = "Transactions of the Association for Computational Linguistics",
volume = "2",
year = "2014",
address = "Cambridge, MA",
publisher = "MIT Press",
url = "https://aclanthology.org/Q14-1006",
doi = "10.1162/tacl_a_00166",
pages = "67--78",
abstract = "We propose to use the visual denotations of linguistic expressions (i.e. the set of images they describe) to define novel denotational similarity metrics, which we show to be at least as beneficial as distributional similarities for two tasks that require semantic inference. To compute these denotational similarities, we construct a denotation graph, i.e. a subsumption hierarchy over constituents and their denotations, based on a large corpus of 30K images and 150K descriptive captions.",
}
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